Re-visiting Automated Topic Model Evaluation with Large Language Models.
Dominik StammbachVilém ZouharAlexander HoyleMrinmaya SachanElliott AshPublished in: CoRR (2023)
Keyphrases
- language model
- topic models
- probabilistic model
- relevance model
- language modeling
- topic modeling
- latent dirichlet allocation
- document retrieval
- generative model
- language modeling framework
- n gram
- query expansion
- information retrieval
- retrieval model
- text mining
- mixture model
- latent topics
- co occurrence
- pseudo relevance feedback
- graphical models
- text documents
- test collection
- vector space model
- visual features
- xml retrieval
- query specific
- smoothing methods
- document collections